[HTML][HTML] Quantitative mapping of the brain's structural connectivity using diffusion MRI tractography: A review

F Zhang, A Daducci, Y He, S Schiavi, C Seguin… - Neuroimage, 2022 - Elsevier
Diffusion magnetic resonance imaging (dMRI) tractography is an advanced imaging
technique that enables in vivo reconstruction of the brain's white matter connections at …

Recognition of white matter bundles using local and global streamline-based registration and clustering

E Garyfallidis, MA Côté, F Rheault, J Sidhu, J Hau… - NeuroImage, 2018 - Elsevier
Virtual dissection of diffusion MRI tractograms is cumbersome and needs extensive
knowledge of white matter anatomy. This virtual dissection often requires several inclusion …

Cancer imaging phenomics toolkit: quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome

C Davatzikos, S Rathore, S Bakas… - Journal of medical …, 2018 - spiedigitallibrary.org
The growth of multiparametric imaging protocols has paved the way for quantitative imaging
phenotypes that predict treatment response and clinical outcome, reflect underlying cancer …

An anatomically curated fiber clustering white matter atlas for consistent white matter tract parcellation across the lifespan

F Zhang, Y Wu, I Norton, L Rigolo, Y Rathi, N Makris… - Neuroimage, 2018 - Elsevier
This work presents an anatomically curated white matter atlas to enable consistent white
matter tract parcellation across different populations. Leveraging a well-established …

Reproducibility of superficial white matter tracts using diffusion-weighted imaging tractography

M Guevara, C Román, J Houenou, D Duclap… - Neuroimage, 2017 - Elsevier
Human brain connection map is far from being complete. In particular the study of the
superficial white matter (SWM) is an unachieved task. Its description is essential for the …

Diffusion MRI tractography for neurosurgery: the basics, current state, technical reliability and challenges

JYM Yang, CH Yeh, C Poupon… - Physics in Medicine & …, 2021 - iopscience.iop.org
Diffusion magnetic resonance imaging (dMRI) tractography is currently the only imaging
technique that allows for non-invasive delineation and visualisation of white matter (WM) …

AnatomiCuts: hierarchical clustering of tractography streamlines based on anatomical similarity

V Siless, K Chang, B Fischl, A Yendiki - NeuroImage, 2018 - Elsevier
Diffusion MRI tractography produces massive sets of streamlines that contain a wealth of
information on brain connections. The size of these datasets creates a need for automated …

Diffusion mri with machine learning

D Karimi, SK Warfield - Imaging Neuroscience, 2024 - direct.mit.edu
Diffusion-weighted magnetic resonance imaging (dMRI) of the brain offers unique
capabilities including noninvasive probing of tissue microstructure and structural …

Robust and efficient linear registration of white-matter fascicles in the space of streamlines

E Garyfallidis, O Ocegueda, D Wassermann… - NeuroImage, 2015 - Elsevier
The neuroscientific community today is very much interested in analyzing specific white
matter bundles like the arcuate fasciculus, the corticospinal tract, or the recently discovered …

Brain cancer imaging phenomics toolkit (brain-CaPTk): an interactive platform for quantitative analysis of glioblastoma

S Rathore, S Bakas, S Pati, H Akbari, R Kalarot… - … Sclerosis, Stroke and …, 2018 - Springer
Quantitative research, especially in the field of radio (geno) mics, has helped us understand
fundamental mechanisms of neurologic diseases. Such research is integrally based on …